Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 85485 |
| Missing cells | 886814 |
| Missing cells (%) | 33.5% |
| Duplicate rows | 292 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 60.6 MiB |
| Average record size in memory | 743.3 B |
Variable types
| CAT | 12 |
|---|---|
| NUM | 9 |
| UNSUPPORTED | 6 |
| BOOL | 3 |
| DATE | 1 |
Reproduction
| Analysis started | 2020-04-23 03:29:13.765294 |
|---|---|
| Analysis finished | 2020-04-23 03:30:10.219374 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 292 (0.3%) duplicate rows | Duplicates |
MUNIC_RES has a high cardinality: 467 distinct values | High cardinality |
NASC has a high cardinality: 24456 distinct values | High cardinality |
DIAG_PRINC has a high cardinality: 649 distinct values | High cardinality |
DIAG_SECUN has a high cardinality: 512 distinct values | High cardinality |
MUNIC_MOV has a high cardinality: 82 distinct values | High cardinality |
DIAGSEC1 has a high cardinality: 374 distinct values | High cardinality |
HOSP has a high cardinality: 109 distinct values | High cardinality |
BAIRRO_RES has a high cardinality: 386 distinct values | High cardinality |
VAL_SH is highly correlated with UTI_MES_TO and 1 other fields | High Correlation |
UTI_MES_TO is highly correlated with VAL_SH | High Correlation |
VAL_SP is highly correlated with VAL_SH | High Correlation |
DIAG_SECUN has 49174 (57.5%) missing values | Missing |
DIAGSEC1 has 81899 (95.8%) missing values | Missing |
DIAGSEC2 has 85384 (99.9%) missing values | Missing |
DIAGSEC3 has 85468 (> 99.9%) missing values | Missing |
DIAGSEC4 has 85485 (100.0%) missing values | Missing |
DIAGSEC5 has 85485 (100.0%) missing values | Missing |
DIAGSEC6 has 85485 (100.0%) missing values | Missing |
DIAGSEC7 has 85485 (100.0%) missing values | Missing |
DIAGSEC8 has 85485 (100.0%) missing values | Missing |
DIAGSEC9 has 85485 (100.0%) missing values | Missing |
HOSP has 44442 (52.0%) missing values | Missing |
BAIRRO_RES has 27537 (32.2%) missing values | Missing |
UTI_INT_TO is highly skewed (γ1 = 68.98860338) | Skewed |
NACIONAL is highly skewed (γ1 = 73.98392707) | Skewed |
NASC only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
DIAGSEC4 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
DIAGSEC5 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
DIAGSEC6 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
DIAGSEC7 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
DIAGSEC8 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
DIAGSEC9 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
UTI_MES_TO has 72190 (84.4%) zeros | Zeros |
UTI_INT_TO has 85425 (99.9%) zeros | Zeros |
DIAS_PERM has 1337 (1.6%) zeros | Zeros |
DT_INTER
Date
| Distinct count | 2192 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| Minimum | 2011-01-01 00:00:00 |
|---|---|
| Maximum | 2016-12-31 00:00:00 |
Histogram
CEP
Real number (ℝ≥0)
| Distinct count | 13728 |
|---|---|
| Unique (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42053148.68476341 |
|---|---|
| Minimum | 1001000 |
| Maximum | 96880970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 1001000 |
|---|---|
| 5-th percentile | 40220310 |
| Q1 | 40490084 |
| median | 41290370 |
| Q3 | 42820000 |
| 95-th percentile | 46880000 |
| Maximum | 96880970 |
| Range | 95879970 |
| Interquartile range (IQR) | 2329916 |
Descriptive statistics
| Standard deviation | 2290503.501 |
|---|---|
| Coefficient of variation (CV) | 0.05446687282 |
| Kurtosis | 53.00897561 |
| Mean | 42053148.68 |
| Median Absolute Deviation (MAD) | 1630689.389 |
| Skewness | 1.332215592 |
| Sum | 3.594913415e+12 |
| Variance | 5.246406288e+12 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1001000. 7596190. 39805495. 40005495. 40010005. ... 56070000. 56450000. 75813507.5 96692091. 96880970. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 43700000 | 3691 | 4.3% | |
| 42700000 | 2353 | 2.8% | |
| 40050410 | 1915 | 2.2% | |
| 44470000 | 1809 | 2.1% | |
| 44460000 | 1774 | 2.1% | |
| 41250000 | 1758 | 2.1% | |
| 42802580 | 1049 | 1.2% | |
| 42850000 | 989 | 1.2% | |
| 40415000 | 951 | 1.1% | |
| 48280000 | 721 | 0.8% | |
| Other values (13718) | 68475 | 80.1% |
| Value | Count | Frequency (%) | |
| 1001000 | 1 | < 0.1% | |
| 1310935 | 1 | < 0.1% | |
| 1509970 | 1 | < 0.1% | |
| 2325529 | 1 | < 0.1% | |
| 3310000 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 96880970 | 1 | < 0.1% | |
| 96880000 | 2 | < 0.1% | |
| 96504182 | 1 | < 0.1% | |
| 94170090 | 1 | < 0.1% | |
| 85823750 | 1 | < 0.1% |
| Distinct count | 467 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| Salvador | |
|---|---|
| Simões Filho | 3735 |
| Camaçari | 3091 |
| Lauro de Freitas | 2431 |
| Vera Cruz | 1831 |
| Other values (462) |
| Value | Count | Frequency (%) | |
| Salvador | 58476 | 68.4% | |
| Simões Filho | 3735 | 4.4% | |
| Camaçari | 3091 | 3.6% | |
| Lauro de Freitas | 2431 | 2.8% | |
| Vera Cruz | 1831 | 2.1% | |
| Itaparica | 1780 | 2.1% | |
| Candeias | 1345 | 1.6% | |
| Dias d'Ávila | 1023 | 1.2% | |
| Mata de São João | 735 | 0.9% | |
| São Sebastião do Passé | 620 | 0.7% | |
| Other values (457) | 10418 | 12.2% |
Length
| Max length | 22 |
|---|---|
| Mean length | 8.510896649 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 23 | 50.0% | |
| Uppercase_Letter | 11 | 23.9% | |
| Decimal_Number | 10 | 21.7% | |
| Space_Separator | 1 | 2.2% | |
| Other_Punctuation | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 34 | 73.9% | |
| Common | 12 | 26.1% |
| Value | Count | Frequency (%) | |
| ASCII | 41 | 100.0% |
| Distinct count | 24456 |
|---|---|
| Unique (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| 1920-10-12 | 97 |
|---|---|
| 1980-02-02 | 90 |
| 1993-04-16 | 63 |
| 1977-07-23 | 44 |
| 2011-06-13 | 43 |
| Other values (24451) |
| Value | Count | Frequency (%) | |
| 1920-10-12 | 97 | 0.1% | |
| 1980-02-02 | 90 | 0.1% | |
| 1993-04-16 | 63 | 0.1% | |
| 1977-07-23 | 44 | 0.1% | |
| 2011-06-13 | 43 | 0.1% | |
| 2010-11-10 | 40 | < 0.1% | |
| 2011-03-10 | 38 | < 0.1% | |
| 2011-12-07 | 37 | < 0.1% | |
| 2013-06-01 | 36 | < 0.1% | |
| 2011-11-18 | 35 | < 0.1% | |
| Other values (24446) | 84962 | 99.4% |
Length
| Max length | 10 |
|---|---|
| Mean length | 10 |
| Min length | 10 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Dash_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
SEXO
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| 1 | |
|---|---|
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 46028 | 53.8% | |
| 3 | 39457 | 46.2% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
| Distinct count | 74 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3997660408258759 |
|---|---|
| Minimum | 0 |
| Maximum | 96 |
| Zeros | 72190 |
| Zeros (%) | 84.4% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.872623457 |
|---|---|
| Coefficient of variation (CV) | 3.481027054 |
| Kurtosis | 39.28939324 |
| Mean | 1.399766041 |
| Median Absolute Deviation (MAD) | 2.378455923 |
| Skewness | 5.383488951 |
| Sum | 119659 |
| Variance | 23.74245935 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 2.5 3.5 4.5 ... 31.5 38.5 45.5 62.5 96. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 72190 | 84.4% | |
| 1 | 1531 | 1.8% | |
| 2 | 1530 | 1.8% | |
| 3 | 1277 | 1.5% | |
| 7 | 1071 | 1.3% | |
| 4 | 1055 | 1.2% | |
| 5 | 861 | 1.0% | |
| 6 | 782 | 0.9% | |
| 8 | 555 | 0.6% | |
| 9 | 436 | 0.5% | |
| Other values (64) | 4197 | 4.9% |
| Value | Count | Frequency (%) | |
| 0 | 72190 | 84.4% | |
| 1 | 1531 | 1.8% | |
| 2 | 1530 | 1.8% | |
| 3 | 1277 | 1.5% | |
| 4 | 1055 | 1.2% |
| Value | Count | Frequency (%) | |
| 96 | 1 | < 0.1% | |
| 92 | 2 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 83 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% |
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006422179329706966 |
|---|---|
| Minimum | 0 |
| Maximum | 36 |
| Zeros | 85425 |
| Zeros (%) | 99.9% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3297564945 |
|---|---|
| Coefficient of variation (CV) | 51.34650989 |
| Kurtosis | 5532.626123 |
| Mean | 0.00642217933 |
| Median Absolute Deviation (MAD) | 0.01283534349 |
| Skewness | 68.98860338 |
| Sum | 549 |
| Variance | 0.1087393457 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 4.5 16.5 36. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 85425 | 99.9% | |
| 2 | 9 | < 0.1% | |
| 1 | 6 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 5 | < 0.1% | |
| 10 | 5 | < 0.1% | |
| 6 | 4 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 16 | 3 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| Other values (13) | 18 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 85425 | 99.9% | |
| 1 | 6 | < 0.1% | |
| 2 | 9 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 36 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 25 | 2 | < 0.1% |
| Distinct count | 28411 |
|---|---|
| Unique (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1300.01740796631 |
|---|---|
| Minimum | 19.03 |
| Maximum | 54514.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 19.03 |
|---|---|
| 5-th percentile | 161.31 |
| Q1 | 469.48 |
| median | 545.41 |
| Q3 | 880.78 |
| 95-th percentile | 5408.978 |
| Maximum | 54514.88 |
| Range | 54495.85 |
| Interquartile range (IQR) | 411.3 |
Descriptive statistics
| Standard deviation | 2514.242602 |
|---|---|
| Coefficient of variation (CV) | 1.934006873 |
| Kurtosis | 48.90349118 |
| Mean | 1300.017408 |
| Median Absolute Deviation (MAD) | 1266.011974 |
| Skewness | 5.679082725 |
| Sum | 111131988.1 |
| Variance | 6321415.863 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.9030000e+01 2.4750000e+01 3.0970000e+01 3.2405000e+01 3.3840000e+01 ... 1.6104130e+04 2.3234875e+04 2.9394420e+04 4.2177415e+04 5.4514880e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 504.07 | 7430 | 8.7% | |
| 512.07 | 1691 | 2.0% | |
| 528.07 | 1599 | 1.9% | |
| 520.07 | 1527 | 1.8% | |
| 453.48 | 1516 | 1.8% | |
| 451.47 | 1109 | 1.3% | |
| 536.07 | 1105 | 1.3% | |
| 241.31 | 828 | 1.0% | |
| 756.1 | 730 | 0.9% | |
| 160.62 | 650 | 0.8% | |
| Other values (28401) | 67300 | 78.7% |
| Value | Count | Frequency (%) | |
| 19.03 | 2 | < 0.1% | |
| 30.47 | 379 | 0.4% | |
| 31.47 | 25 | < 0.1% | |
| 33.34 | 332 | 0.4% | |
| 34.34 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 54514.88 | 1 | < 0.1% | |
| 51199.15 | 1 | < 0.1% | |
| 49784.99 | 1 | < 0.1% | |
| 49127.87 | 1 | < 0.1% | |
| 48692.82 | 1 | < 0.1% |
| Distinct count | 6368 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.98002550155 |
|---|---|
| Minimum | 5.1 |
| Maximum | 9685.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 5.1 |
|---|---|
| 5-th percentile | 25.71 |
| Q1 | 59.37 |
| median | 78.35 |
| Q3 | 183.91 |
| 95-th percentile | 959.75 |
| Maximum | 9685.19 |
| Range | 9680.09 |
| Interquartile range (IQR) | 124.54 |
Descriptive statistics
| Standard deviation | 413.4403622 |
|---|---|
| Coefficient of variation (CV) | 1.879445014 |
| Kurtosis | 44.85623017 |
| Mean | 219.9800255 |
| Median Absolute Deviation (MAD) | 225.0856727 |
| Skewness | 5.232711053 |
| Sum | 18804992.48 |
| Variance | 170932.9331 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[5.100000e+00 5.585000e+00 6.405000e+00 7.685000e+00 9.030000e+00 ... 3.196975e+03 4.162175e+03 4.813895e+03 6.826480e+03 9.685190e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 78.35 | 26692 | 31.2% | |
| 25.71 | 4588 | 5.4% | |
| 26.51 | 4131 | 4.8% | |
| 29.4 | 2754 | 3.2% | |
| 183.91 | 2730 | 3.2% | |
| 117.52 | 2460 | 2.9% | |
| 24.1 | 967 | 1.1% | |
| 44.1 | 866 | 1.0% | |
| 404.28 | 834 | 1.0% | |
| 11.62 | 789 | 0.9% | |
| Other values (6358) | 38674 | 45.2% |
| Value | Count | Frequency (%) | |
| 5.1 | 2 | < 0.1% | |
| 5.58 | 4 | < 0.1% | |
| 5.59 | 187 | 0.2% | |
| 7.22 | 1 | < 0.1% | |
| 8.15 | 41 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9685.19 | 1 | < 0.1% | |
| 8572.16 | 1 | < 0.1% | |
| 8485.2 | 1 | < 0.1% | |
| 8435.06 | 1 | < 0.1% | |
| 8240.89 | 1 | < 0.1% |
| Distinct count | 649 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| J189 | |
|---|---|
| J159 | |
| J960 | |
| J180 | 7911 |
| J188 | 4357 |
| Other values (644) |
| Value | Count | Frequency (%) | |
| J189 | 14171 | 16.6% | |
| J159 | 10564 | 12.4% | |
| J960 | 8455 | 9.9% | |
| J180 | 7911 | 9.3% | |
| J188 | 4357 | 5.1% | |
| J459 | 3573 | 4.2% | |
| J219 | 3060 | 3.6% | |
| J353 | 2483 | 2.9% | |
| J158 | 2335 | 2.7% | |
| J90 | 1725 | 2.0% | |
| Other values (639) | 26851 | 31.4% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.930163187 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 21 | 67.7% | |
| Decimal_Number | 10 | 32.3% |
| Value | Count | Frequency (%) | |
| Latin | 21 | 67.7% | |
| Common | 10 | 32.3% |
| Value | Count | Frequency (%) | |
| ASCII | 31 | 100.0% |
| Distinct count | 512 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 49174 |
| Missing (%) | 57.5% |
| Memory size | 668.0 KiB |
| 0 | |
|---|---|
| Y099 | 1570 |
| R060 | 1117 |
| Y86 | 432 |
| J189 | 411 |
| Other values (507) | 4507 |
| Value | Count | Frequency (%) | |
| 0 | 28274 | 33.1% | |
| Y099 | 1570 | 1.8% | |
| R060 | 1117 | 1.3% | |
| Y86 | 432 | 0.5% | |
| J189 | 411 | 0.5% | |
| J90 | 340 | 0.4% | |
| J960 | 339 | 0.4% | |
| J159 | 233 | 0.3% | |
| J459 | 226 | 0.3% | |
| J450 | 188 | 0.2% | |
| Other values (502) | 3181 | 3.7% | |
| (Missing) | 49174 | 57.5% |
Length
| Max length | 4 |
|---|---|
| Mean length | 2.418248816 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 24 | 66.7% | |
| Decimal_Number | 10 | 27.8% | |
| Lowercase_Letter | 2 | 5.6% |
| Value | Count | Frequency (%) | |
| Latin | 26 | 72.2% | |
| Common | 10 | 27.8% |
| Value | Count | Frequency (%) | |
| ASCII | 36 | 100.0% |
| Distinct count | 82 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| Salvador | |
|---|---|
| Itaparica | 3476 |
| Simões Filho | 3062 |
| Camaçari | 2343 |
| Lauro de Freitas | 1855 |
| Other values (77) | 4351 |
| Value | Count | Frequency (%) | |
| Salvador | 70398 | 82.4% | |
| Itaparica | 3476 | 4.1% | |
| Simões Filho | 3062 | 3.6% | |
| Camaçari | 2343 | 2.7% | |
| Lauro de Freitas | 1855 | 2.2% | |
| Candeias | 1421 | 1.7% | |
| Dias d'Ávila | 693 | 0.8% | |
| Madre de Deus | 630 | 0.7% | |
| Mata de São João | 612 | 0.7% | |
| São Sebastião do Passé | 440 | 0.5% | |
| Other values (72) | 555 | 0.6% |
Length
| Max length | 22 |
|---|---|
| Mean length | 8.543229806 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 23 | 50.0% | |
| Uppercase_Letter | 11 | 23.9% | |
| Decimal_Number | 10 | 21.7% | |
| Space_Separator | 1 | 2.2% | |
| Other_Punctuation | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 34 | 73.9% | |
| Common | 12 | 26.1% |
| Value | Count | Frequency (%) | |
| ASCII | 41 | 100.0% |
| Distinct count | 122 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.861285605661813 |
|---|---|
| Minimum | 0 |
| Maximum | 309 |
| Zeros | 1337 |
| Zeros (%) | 1.6% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 31 |
| Maximum | 309 |
| Range | 309 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 11.23743827 |
|---|---|
| Coefficient of variation (CV) | 1.268149879 |
| Kurtosis | 25.71812948 |
| Mean | 8.861285606 |
| Median Absolute Deviation (MAD) | 7.258957972 |
| Skewness | 3.534329312 |
| Sum | 757507 |
| Variance | 126.2800188 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 97.5 99.5 108. 131. 309. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2 | 13448 | 15.7% | |
| 3 | 10644 | 12.5% | |
| 4 | 8787 | 10.3% | |
| 5 | 6487 | 7.6% | |
| 1 | 6224 | 7.3% | |
| 6 | 5320 | 6.2% | |
| 7 | 4689 | 5.5% | |
| 8 | 3620 | 4.2% | |
| 9 | 2429 | 2.8% | |
| 10 | 2156 | 2.5% | |
| Other values (112) | 21681 | 25.4% |
| Value | Count | Frequency (%) | |
| 0 | 1337 | 1.6% | |
| 1 | 6224 | 7.3% | |
| 2 | 13448 | 15.7% | |
| 3 | 10644 | 12.5% | |
| 4 | 8787 | 10.3% |
| Value | Count | Frequency (%) | |
| 309 | 1 | < 0.1% | |
| 304 | 1 | < 0.1% | |
| 186 | 1 | < 0.1% | |
| 153 | 1 | < 0.1% | |
| 133 | 1 | < 0.1% |
MORTE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| 0 | |
|---|---|
| 1 | 7933 |
| Value | Count | Frequency (%) | |
| 0 | 77552 | 90.7% | |
| 1 | 7933 | 9.3% |
| Distinct count | 22 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.07590805404457 |
|---|---|
| Minimum | 10 |
| Maximum | 333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 333 |
| Range | 323 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.95472289 |
|---|---|
| Coefficient of variation (CV) | 0.2932463133 |
| Kurtosis | 7162.703482 |
| Mean | 10.07590805 |
| Median Absolute Deviation (MAD) | 0.1516118752 |
| Skewness | 73.98392707 |
| Sum | 861339 |
| Variance | 8.730387355 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 10. 15. 34.5 39.5 44.5 47.5 60.5 109.5 333. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 10 | 85370 | 99.9% | |
| 45 | 51 | 0.1% | |
| 71 | 13 | < 0.1% | |
| 81 | 8 | < 0.1% | |
| 35 | 6 | < 0.1% | |
| 39 | 6 | < 0.1% | |
| 103 | 4 | < 0.1% | |
| 333 | 4 | < 0.1% | |
| 37 | 4 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| Other values (12) | 16 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10 | 85370 | 99.9% | |
| 20 | 3 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 333 | 4 | < 0.1% | |
| 190 | 1 | < 0.1% | |
| 175 | 1 | < 0.1% | |
| 110 | 2 | < 0.1% | |
| 109 | 3 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 85485 | 100.0% |
INSC_PN
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| 0 | |
|---|---|
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 85484 | > 99.9% | |
| 2 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
CNES
Real number (ℝ≥0)
| Distinct count | 131 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1878182.22040124 |
|---|---|
| Minimum | 3786 |
| Maximum | 7223676 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 3786 |
|---|---|
| 5-th percentile | 3816 |
| Q1 | 4065 |
| median | 4294 |
| Q3 | 2802104 |
| 95-th percentile | 6595197 |
| Maximum | 7223676 |
| Range | 7219890 |
| Interquartile range (IQR) | 2798039 |
Descriptive statistics
| Standard deviation | 2318129.465 |
|---|---|
| Coefficient of variation (CV) | 1.23424098 |
| Kurtosis | -0.1244778272 |
| Mean | 1878182.22 |
| Median Absolute Deviation (MAD) | 1948636.584 |
| Skewness | 1.01324121 |
| Sum | 1.605564071e+11 |
| Variance | 5.373724215e+12 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[3.7860000e+03 3.7900000e+03 3.8010000e+03 3.8120000e+03 3.8240000e+03 ... 6.8815105e+06 7.1740220e+06 7.2052555e+06 7.2233155e+06 7.2236760e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2802104 | 11905 | 13.9% | |
| 4065 | 9887 | 11.6% | |
| 6595197 | 9507 | 11.1% | |
| 4278 | 5850 | 6.8% | |
| 3980 | 4940 | 5.8% | |
| 3859 | 4642 | 5.4% | |
| 3816 | 4427 | 5.2% | |
| 2602083 | 3476 | 4.1% | |
| 2532387 | 3062 | 3.6% | |
| 3832 | 2992 | 3.5% | |
| Other values (121) | 24797 | 29.0% |
| Value | Count | Frequency (%) | |
| 3786 | 859 | 1.0% | |
| 3794 | 38 | < 0.1% | |
| 3808 | 1038 | 1.2% | |
| 3816 | 4427 | 5.2% | |
| 3832 | 2992 | 3.5% |
| Value | Count | Frequency (%) | |
| 7223676 | 1 | < 0.1% | |
| 7222955 | 497 | 0.6% | |
| 7187556 | 105 | 0.1% | |
| 7160488 | 1621 | 1.9% | |
| 6602533 | 27 | < 0.1% |
RACA_COR
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.78035912733228 |
|---|---|
| Minimum | 1 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 668.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 99 |
| Q3 | 99 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 96 |
Descriptive statistics
| Standard deviation | 42.86226885 |
|---|---|
| Coefficient of variation (CV) | 0.588926317 |
| Kurtosis | -0.9529050325 |
| Mean | 72.78035913 |
| Median Absolute Deviation (MAD) | 38.15918536 |
| Skewness | -1.023149651 |
| Sum | 6221629 |
| Variance | 1837.174091 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 2.5 3.5 4.5 52. 99. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 99 | 62206 | 72.8% | |
| 3 | 17586 | 20.6% | |
| 2 | 3761 | 4.4% | |
| 1 | 1592 | 1.9% | |
| 4 | 337 | 0.4% | |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1592 | 1.9% | |
| 2 | 3761 | 4.4% | |
| 3 | 17586 | 20.6% | |
| 4 | 337 | 0.4% | |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99 | 62206 | 72.8% | |
| 5 | 3 | < 0.1% | |
| 4 | 337 | 0.4% | |
| 3 | 17586 | 20.6% | |
| 2 | 3761 | 4.4% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.0 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 85485 | 100.0% |
| Distinct count | 374 |
|---|---|
| Unique (%) | 10.4% |
| Missing | 81899 |
| Missing (%) | 95.8% |
| Memory size | 668.0 KiB |
| Y86 | |
|---|---|
| J960 | |
| A419 | 173 |
| J342 | 130 |
| J159 | 128 |
| Other values (369) |
| Value | Count | Frequency (%) | |
| Y86 | 1029 | 1.2% | |
| J960 | 623 | 0.7% | |
| A419 | 173 | 0.2% | |
| J342 | 130 | 0.2% | |
| J159 | 128 | 0.1% | |
| R579 | 125 | 0.1% | |
| J969 | 95 | 0.1% | |
| J189 | 81 | 0.1% | |
| J353 | 53 | 0.1% | |
| J158 | 48 | 0.1% | |
| Other values (364) | 1101 | 1.3% | |
| (Missing) | 81899 | 95.8% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.028285664 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 24 | 66.7% | |
| Decimal_Number | 10 | 27.8% | |
| Lowercase_Letter | 2 | 5.6% |
| Value | Count | Frequency (%) | |
| Latin | 26 | 72.2% | |
| Common | 10 | 27.8% |
| Value | Count | Frequency (%) | |
| ASCII | 36 | 100.0% |
| Distinct count | 48 |
|---|---|
| Unique (%) | 47.5% |
| Missing | 85384 |
| Missing (%) | 99.9% |
| Memory size | 668.0 KiB |
| J960 | |
|---|---|
| J159 | 9 |
| A419 | 5 |
| J189 | 4 |
| J969 | 4 |
| Other values (43) |
| Value | Count | Frequency (%) | |
| J960 | 23 | < 0.1% | |
| J159 | 9 | < 0.1% | |
| A419 | 5 | < 0.1% | |
| J189 | 4 | < 0.1% | |
| J969 | 4 | < 0.1% | |
| R570 | 3 | < 0.1% | |
| J069 | 3 | < 0.1% | |
| B24 | 3 | < 0.1% | |
| J180 | 2 | < 0.1% | |
| N179 | 2 | < 0.1% | |
| Other values (38) | 43 | 0.1% | |
| (Missing) | 85384 | 99.9% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.001006024 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 13 | 52.0% | |
| Decimal_Number | 10 | 40.0% | |
| Lowercase_Letter | 2 | 8.0% |
| Value | Count | Frequency (%) | |
| Latin | 15 | 60.0% | |
| Common | 10 | 40.0% |
| Value | Count | Frequency (%) | |
| ASCII | 25 | 100.0% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 76.5% |
| Missing | 85468 |
| Missing (%) | > 99.9% |
| Memory size | 668.0 KiB |
| A419 | |
|---|---|
| J960 | |
| A415 | 1 |
| I269 | 1 |
| R578 | 1 |
| Other values (8) |
| Value | Count | Frequency (%) | |
| A419 | 3 | < 0.1% | |
| J960 | 3 | < 0.1% | |
| A415 | 1 | < 0.1% | |
| I269 | 1 | < 0.1% | |
| R578 | 1 | < 0.1% | |
| J158 | 1 | < 0.1% | |
| K740 | 1 | < 0.1% | |
| I619 | 1 | < 0.1% | |
| R579 | 1 | < 0.1% | |
| C349 | 1 | < 0.1% | |
| Other values (3) | 3 | < 0.1% | |
| (Missing) | 85468 | > 99.9% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.000187167 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 55.6% | |
| Uppercase_Letter | 6 | 33.3% | |
| Lowercase_Letter | 2 | 11.1% |
| Value | Count | Frequency (%) | |
| Common | 10 | 55.6% | |
| Latin | 8 | 44.4% |
| Value | Count | Frequency (%) | |
| ASCII | 18 | 100.0% |
| Distinct count | 109 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 44442 |
| Missing (%) | 52.0% |
| Memory size | 668.0 KiB |
| HOSPITAL SANTO ANTONIO | |
|---|---|
| HOSPITAL DO SUBURBIO | |
| HOSPITAL GERAL DE ITAPARICA | |
| HOSPITAL MUNICIPAL DE SIMOES FILHO | |
| HOSPITAL GERAL DE CAMACARI | 2343 |
| Other values (104) |
| Value | Count | Frequency (%) | |
| HOSPITAL SANTO ANTONIO | 11905 | 13.9% | |
| HOSPITAL DO SUBURBIO | 9507 | 11.1% | |
| HOSPITAL GERAL DE ITAPARICA | 3476 | 4.1% | |
| HOSPITAL MUNICIPAL DE SIMOES FILHO | 3062 | 3.6% | |
| HOSPITAL GERAL DE CAMACARI | 2343 | 2.7% | |
| HOSPITAL GERAL MENANDRO DE FARIA | 1855 | 2.2% | |
| HOSPITAL ALAYDE COSTA | 1621 | 1.9% | |
| HOSPITAL MUNICIPAL DE CANDEIAS | 973 | 1.1% | |
| HOSPITAL 2 DE JULHO | 904 | 1.1% | |
| ORTOFORT | 769 | 0.9% | |
| Other values (99) | 4628 | 5.4% | |
| (Missing) | 44442 | 52.0% |
Length
| Max length | 58 |
|---|---|
| Mean length | 13.58092063 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 24 | 85.7% | |
| Lowercase_Letter | 2 | 7.1% | |
| Space_Separator | 1 | 3.6% | |
| Decimal_Number | 1 | 3.6% |
| Value | Count | Frequency (%) | |
| Latin | 26 | 92.9% | |
| Common | 2 | 7.1% |
| Value | Count | Frequency (%) | |
| ASCII | 28 | 100.0% |
| Distinct count | 386 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 27537 |
| Missing (%) | 32.2% |
| Memory size | 668.0 KiB |
| São Marcos | 3228 |
|---|---|
| Nazaré | 2154 |
| Periperi | 2047 |
| Pernambués | 2003 |
| Centro | 1602 |
| Other values (381) |
| Value | Count | Frequency (%) | |
| São Marcos | 3228 | 3.8% | |
| Nazaré | 2154 | 2.5% | |
| Periperi | 2047 | 2.4% | |
| Pernambués | 2003 | 2.3% | |
| Centro | 1602 | 1.9% | |
| Paripe | 1308 | 1.5% | |
| Fazenda Grande do Retiro | 1278 | 1.5% | |
| Bonfim | 1110 | 1.3% | |
| Liberdade | 1034 | 1.2% | |
| Fazenda Coutos | 1023 | 1.2% | |
| Other values (376) | 41161 | 48.1% | |
| (Missing) | 27537 | 32.2% |
Length
| Max length | 46 |
|---|---|
| Mean length | 8.250067263 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 35 | 49.3% | |
| Uppercase_Letter | 25 | 35.2% | |
| Decimal_Number | 5 | 7.0% | |
| Space_Separator | 1 | 1.4% | |
| Open_Punctuation | 1 | 1.4% | |
| Dash_Punctuation | 1 | 1.4% | |
| Other_Letter | 1 | 1.4% | |
| Other_Punctuation | 1 | 1.4% | |
| Close_Punctuation | 1 | 1.4% |
| Value | Count | Frequency (%) | |
| Latin | 61 | 85.9% | |
| Common | 10 | 14.1% |
| Value | Count | Frequency (%) | |
| ASCII | 58 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| DT_INTER | CEP | MUNIC_RES | NASC | SEXO | UTI_MES_TO | UTI_INT_TO | VAL_SH | VAL_SP | DIAG_PRINC | DIAG_SECUN | MUNIC_MOV | DIAS_PERM | MORTE | NACIONAL | INSTRU | INSC_PN | CNES | RACA_COR | ETNIA | DIAGSEC1 | DIAGSEC2 | DIAGSEC3 | DIAGSEC4 | DIAGSEC5 | DIAGSEC6 | DIAGSEC7 | DIAGSEC8 | DIAGSEC9 | HOSP | BAIRRO_RES | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2012-12-01 | 40415000 | Salvador | 1980-02-02 | 1 | 0 | 0 | 2112.03 | 173.29 | J42 | 0 | Salvador | 31 | 0 | 10 | 0 | 0 | 2802104 | 3 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Bonfim |
| 1 | 2011-12-28 | 41940560 | Salvador | 1920-10-12 | 3 | 0 | 0 | 2112.03 | 173.29 | J849 | 0 | Salvador | 31 | 0 | 10 | 0 | 0 | 2802104 | 2 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Rio Vermelho |
| 2 | 2011-12-28 | 41940560 | Salvador | 1920-10-12 | 3 | 0 | 0 | 2112.03 | 173.29 | J849 | 0 | Salvador | 31 | 0 | 10 | 0 | 0 | 2802104 | 2 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Rio Vermelho |
| 3 | 2012-12-01 | 40415000 | Salvador | 1980-02-02 | 1 | 0 | 0 | 2112.03 | 173.29 | J42 | 0 | Salvador | 31 | 0 | 10 | 0 | 0 | 2802104 | 3 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Bonfim |
| 4 | 2011-12-28 | 41940560 | Salvador | 1920-10-12 | 3 | 0 | 0 | 2112.03 | 173.29 | J849 | 0 | Salvador | 31 | 0 | 10 | 0 | 0 | 2802104 | 2 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Rio Vermelho |
| 5 | 2012-12-01 | 40415000 | Salvador | 1980-02-02 | 1 | 0 | 0 | 2112.03 | 173.29 | J42 | 0 | Salvador | 31 | 0 | 10 | 0 | 0 | 2802104 | 3 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Bonfim |
| 6 | 2011-12-28 | 41940560 | Salvador | 1920-10-12 | 3 | 0 | 0 | 2083.84 | 167.70 | J849 | 0 | Salvador | 30 | 0 | 10 | 0 | 0 | 2802104 | 2 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Rio Vermelho |
| 7 | 2012-12-01 | 40415000 | Salvador | 1980-02-02 | 1 | 0 | 0 | 2043.90 | 167.70 | J42 | 0 | Salvador | 30 | 0 | 10 | 0 | 0 | 2802104 | 3 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Bonfim |
| 8 | 2011-12-28 | 41940560 | Salvador | 1920-10-12 | 3 | 0 | 0 | 2043.90 | 167.70 | J849 | 0 | Salvador | 30 | 0 | 10 | 0 | 0 | 2802104 | 2 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Rio Vermelho |
| 9 | 2012-12-01 | 40415000 | Salvador | 1980-02-02 | 1 | 0 | 0 | 2043.90 | 167.70 | J42 | 0 | Salvador | 30 | 0 | 10 | 0 | 0 | 2802104 | 3 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL SANTO ANTONIO | Bonfim |
Last rows
| DT_INTER | CEP | MUNIC_RES | NASC | SEXO | UTI_MES_TO | UTI_INT_TO | VAL_SH | VAL_SP | DIAG_PRINC | DIAG_SECUN | MUNIC_MOV | DIAS_PERM | MORTE | NACIONAL | INSTRU | INSC_PN | CNES | RACA_COR | ETNIA | DIAGSEC1 | DIAGSEC2 | DIAGSEC3 | DIAGSEC4 | DIAGSEC5 | DIAGSEC6 | DIAGSEC7 | DIAGSEC8 | DIAGSEC9 | HOSP | BAIRRO_RES | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 85475 | 2011-01-25 | 44470000 | Vera Cruz | 1989-01-10 | 3 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 3 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85476 | 2011-01-10 | 44460000 | Itaparica | 2006-04-09 | 1 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 3 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85477 | 2011-01-10 | 44470000 | Vera Cruz | 2006-01-15 | 1 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 3 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85478 | 2011-01-10 | 40255205 | Salvador | 2008-06-16 | 3 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 3 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | Matatu |
| 85479 | 2011-01-10 | 44470000 | Vera Cruz | 2002-12-21 | 3 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 3 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85480 | 2011-01-05 | 44460000 | Itaparica | 1999-05-29 | 1 | 0 | 0 | 453.48 | 25.71 | J459 | NaN | Itaparica | 2 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85481 | 2011-01-09 | 44470000 | Vera Cruz | 1987-11-13 | 1 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 5 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85482 | 2011-01-11 | 44460000 | Itaparica | 1956-01-07 | 3 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 4 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85483 | 2011-01-15 | 44460000 | Itaparica | 1923-04-25 | 1 | 0 | 0 | 504.07 | 78.35 | J158 | NaN | Itaparica | 10 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |
| 85484 | 2011-01-13 | 44470000 | Vera Cruz | 1961-04-28 | 1 | 0 | 0 | 504.07 | 78.35 | J180 | NaN | Itaparica | 7 | 0 | 10 | 0 | 0 | 2602083 | 99 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | HOSPITAL GERAL DE ITAPARICA | NaN |